Blogs

A digital twin becomes drastically more useful if it can exchange information with the systems it needs to communicate with. A manufacturing twin needs data from PLCs and sensors, engineering models from CAD systems, maintenance records from an EAM platform, production information from an MES, and analytics from a cloud platform. If those systems use […]

Ankit Dave October 13, 2026

Every guide to multi-tenant RAG tells you to partition the vector store. Namespaces, metadata filters, row-level security, a collection per tenant. Useful advice, and about a third of the job. But isolating the vector store does not isolate the entire AI system. Customer data can also persist in agent memory, semantic caches, model-provider logs, observability traces, and […]

Himanshu Gupta October 12, 2026

For most of 2024 and 2025, “how much time did AI save us” was an acceptable answer to a board asking about AI return on investment. That answer no longer holds up. Futurum Group’s 1H 2026 Enterprise Software Decision Maker Survey, covering 830 global IT decision makers, found that direct financial impact, combining top-line revenue […]

Patel Akash October 13, 2026

Digital twins have already changed how businesses monitor physical assets, simulate scenarios, predict failures, and optimize operations. The next phase is not only about creating more accurate virtual replicas. It is about making those replicas easier to understand, interact with, and act on. That is where Generative AI is changing digital twin technology. Traditional digital […]

Sumeet Thakkar October 7, 2026

The average physician works around 57.8 hours a week, yet only 27.2 hours go towards patient care. Most of their work is spent on maintenance of electronic health records(EHRs), and the burden of clinical documentation is increasing. Especially with different communication channels across the clinics increasing, the administrative load is higher. And the burden of […]

Nihir Patel October 6, 2026

Most AI agent budgets are built on one number, the provider’s price per million tokens, and most of them are wrong by an order of magnitude. Token price describes what one model call costs. It says nothing about how many calls an agent makes per task, how much context it resends on each call, how often it […]

Patel Akash October 13, 2026

Are you managing hundreds of turbines, thousands of solar panels, and teams across multiple sites? Then you must be having this question round-the-clock: what needs attention right now? Besides, the demand for attention compounds when equipment and team grow. Assets data sits across SCADA and IoT systems; maintenance teams work through disconnected workflows, energy generation prediction change with weather conditions, and critical insights can get buried across […]

Jaydeep Chandela September 21, 2026

A few years back, a healthcare organization approached us to build Arrow.HQ, an AI-powered revenue cycle management software designed to help healthcare organizations address financial inefficiencies across the revenue cycle.  That caught our attention.  Most of the healthcare AI solutions we build focus on improving clinical care, much like Sully AI, an AI-powered copilot designed to support physicians. Healthcare revenue cycle management software, by comparison, rarely gets the […]

Nihir Patel October 7, 2026

Businesses everywhere are talking about AI. But they aren’t adopting it in the same way. AI adoption in 2026 is no longer a question of “if” but “how fast, how deep, and to what end.” Yet the pace, priorities, and pathways vary dramatically by region. The United States leads in private capital and frontier-model innovation; Europe excels […]

Mehul Rajput September 21, 2026

Data migration is the foundation of digital transformation. You cannot fully modernize a business if critical data remains locked inside outdated, disconnected, or inefficient systems. But moving businesses data is rarely as simple as transferring records from one system to another. Legacy schemas, inconsistent data, undocumented dependencies, multiple source systems, and strict compliance requirements can turn a […]

Sanskar Mehta September 28, 2026

Imagine a team spending months developing a new product. The design looks perfect on paper, but the first physical prototype reveals a serious performance problem. The team now must redesign, rebuild, and test again. Each change adds time and cost. This is where Digital Twins transform product development. Instead of waiting for physical prototypes to […]

Nihir Patel September 1, 2026

Bad ideas never fail software projects nor the programming languages or frameworks. It begins with vendor selection that holds the success or failure of the project primarily. They come at the first place giving consultation, guiding about the roadmap, advising on market fit, and ensuring the right tech stack is utilized. A software development company […]

Patel Akash August 20, 2026